AI applications that run in production
Four disciplines, one studio. From reliably unlocking your knowledge to models on your own hardware — everything geared toward results that keep working after the demo ends.
RAG, tailored
Question-and-answer on your own knowledge — with sources, without fabrication.
The problem
Generic chatbots don't know your documents and fill in the gaps with whatever they don't know. For legal, medical, technical, or policy work that's unusable: one fabricated source and trust is gone.
Our approach
- Hybrid retrieval: semantic search (vectors) combined with keyword search (FTS) for maximum coverage
- Reranking that puts the truly relevant passages at the top
- Citation verification that checks whether the answer actually appears in the source
- Source cards: every answer with a clickable link to the original
- Evaluation harness with a golden set — hallucination rate is measured, not hoped for
Result. Answers with a clickable source in milliseconds, and a measurably low hallucination rate.
Automation & agents
Agents and workflows that take over the work — 24/7, without complaint.
The problem
Repetitive work eats up hours: retyping data between systems, sorting emails, follow-ups that keep slipping. People are too expensive and too valuable for work a machine does better.
Our approach
- n8n workflows that connect your systems (email, CRM, database, API)
- AI agents that carry out tasks independently and escalate when needed
- Human-in-the-loop at the points that matter — control stays with you
- Monitoring and logging so you always see what's happening
Result. Hours back every week, fewer mistakes, and processes that keep running fine at 3am too.
SEO & GEO
Get found in Google — and in the answers of AI assistants.
The problem
Classic SEO isn't enough anymore. More and more people ask their question to ChatGPT or Gemini. If you're not mentioned there, you simply don't exist for that user.
Our approach
- Technical SEO: speed, structure, schema.org, and a clean information architecture
- GEO (Generative Engine Optimization): content that AI models understand and cite
- llms.txt and markdown variants so AI agents can reliably read your site
- Measuring your visibility in generative answers, not just the SERP
Result. Visibility in search engines and in generative AI — the two places people will search tomorrow.
Not sure where to start?
Most projects start with RAG or automation, because they deliver money or time savings fastest. In one conversation we'll figure out the smartest first step for your situation.